Performance & Scale

SPAR is a lightweight, high-throughput platform built on the FastAPI framework, ensuring rapid and efficient data processing. Designed for horizontal scalability, SPAR leverages Kubernetes pod scaling to dynamically adjust resources based on demand.

Performance tests demonstrate exceptional throughput, with the SPAR-mapper achieving:

• 11,000 ID resolutions per second on a single pod (1 CPU, 2 GB RAM)

• 26,000 ID resolutions per second with two pods

• 34,000 ID resolutions per second with four pods

These tests were conducted using a single PostgreSQL pod (1 CPU, 1 GB RAM), underscoring the platform’s efficiency and scalability.

For comprehensive performance metrics and testing details, refer to the Performance Testing page under Development.